[INTEG-3263] feat: ai document parser now produces an output that can be consumed by the cma to create entries

[ryunsong-contentful]

Purpose

• Only test with single CT for now and build out a quick steel thread
• Create a first iteration of the ai document parser
• AI document parser uses the output of the AI CT parser, and then the google doc contents to produce a JSON output that can be consumed by the CMA (next PR) to produce entries
• There will be many follow ups to improve the prompting, typing, handling multiple content types, improving the AI logic, UI improvements

{
  "sys": {
    "id": "3t6sXmBn9YLe8viPVHLRrU",
    "type": "AppActionCall",
    "createdAt": "2025-11-21T21:08:46.395Z",
    "updatedAt": "2025-11-21T21:09:17.392Z",
    "createdBy": {
      "sys": {
        "type": "Link",
        "linkType": "User",
        "id": "7FJf3IvgmQotV5As5zpGhc"
      }
    },
    "updatedBy": {
      "sys": {
        "type": "Link",
        "linkType": "User",
        "id": "7FJf3IvgmQotV5As5zpGhc"
      }
    },
    "space": {
      "sys": {
        "type": "Link",
        "linkType": "Space",
        "id": "9pm311s1i5qt"
      }
    },
    "environment": {
      "sys": {
        "type": "Link",
        "linkType": "Environment",
        "id": "master"
      }
    },
    "action": {
      "sys": {
        "type": "Link",
        "linkType": "AppAction",
        "id": "3nLAuoEuepbJMvdgp1qX6g"
      }
    },
    "appDefinition": {
      "sys": {
        "type": "Link",
        "linkType": "AppDefinition",
        "id": "653vTnuQw3j5onU1tUoH6t"
      }
    },
    "category": {
      "sys": {
        "type": "Link",
        "linkType": "AppActionCategory",
        "id": "Custom"
      }
    },
    "appActionCallResponse": {
      "sys": {
        "type": "Link",
        "linkType": "AppActionCallResponse",
        "id": "3t6sXmBn9YLe8viPVHLRrU"
      }
    },
    "status": "succeeded",
    "result": {
      "success": true,
      "response": {
        "contentTypeParserAgentResult": {
          "contentTypes": [
            {
              "fieldCount": 5,
              "purpose": "The Content Outline is intended for planning and organizing content pieces, ensuring alignment with SEO strategies and content goals.",
              "keyFields": [
                "topic",
                "seoid",
                "publishDate",
                "keywords",
                "contentExamples"
              ],
              "name": "Content Outline",
              "description": "This content type represents a structured outline for content creation, focusing on key topics and SEO elements.",
              "id": "1menTXkrAw48Uz45olsuTY",
              "recommendations": [
                "Ensure the 'Topic' field is always filled to maintain focus on the content's main subject.",
                "Use the 'SEO ID' to link content with SEO strategies, even though it's optional.",
                "Regularly update 'Keywords' to reflect current trends and improve searchability."
              ]
            }
          ],
          "summary": "The Content Outline content type is designed to facilitate content planning and SEO alignment, with fields for topics, SEO identifiers, and keywords. It supports content strategists in organizing and optimizing content pieces.",
          "complexity": "simple"
        },
        "entriesReadyForCreation": [
          {
            "contentTypeId": "1menTXkrAw48Uz45olsuTY",
            "fields": {
              "publishDate": {
                "en-US": "2025-05-16"
              },
              "topic": {
                "en-US": "Extra money and help if you get Universal Credit"
              },
              "contentExamples": {
                "en-US": [
                  "Passported benefits",
                  "Advance payment for Universal Credit",
                  "Benefits for disabilities",
                  "Help with essential bills",
                  "Help with housing costs",
                  "Childcare support",
                  "Health cost assistance"
                ]
              },
              "seoid": {
                "en-US": "extra-money-help-universal-credit"
              },
              "keywords": {
                "en-US": [
                  "Universal Credit",
                  "extra help",
                  "benefits",
                  "support"
                ]
              }
            }
          },
          {
            "contentTypeId": "1menTXkrAw48Uz45olsuTY",
            "fields": {
              "topic": {
                "en-US": "Get help with essential bills"
              },
              "contentExamples": {
                "en-US": [
                  "Cold Weather Payment",
                  "Winter Fuel Payment",
                  "Warm Home Discount",
                  "WaterSure scheme"
                ]
              },
              "seoid": {
                "en-US": "help-essential-bills"
              },
              "keywords": {
                "en-US": [
                  "energy costs",
                  "council tax",
                  "water bills",
                  "phone bills"
                ]
              }
            }
          },
          {
            "contentTypeId": "1menTXkrAw48Uz45olsuTY",
            "fields": {
              "topic": {
                "en-US": "Get help with housing costs"
              },
              "contentExamples": {
                "en-US": [
                  "Discretionary Housing Payment",
                  "Housing Benefit",
                  "Support for mortgage interest"
                ]
              },
              "seoid": {
                "en-US": "help-housing-costs"
              },
              "keywords": {
                "en-US": [
                  "housing costs",
                  "Universal Credit",
                  "Discretionary Housing Payment"
                ]
              }
            }
          },
          {
            "contentTypeId": "1menTXkrAw48Uz45olsuTY",
            "fields": {
              "topic": {
                "en-US": "Get help with childcare costs"
              },
              "contentExamples": {
                "en-US": [
                  "Free childcare for children aged 2 to 4",
                  "Flying Start scheme",
                  "Tax-Free Childcare"
                ]
              },
              "seoid": {
                "en-US": "help-childcare-costs"
              },
              "keywords": {
                "en-US": [
                  "childcare support",
                  "Universal Credit",
                  "free childcare"
                ]
              }
            }
          },
          {
            "contentTypeId": "1menTXkrAw48Uz45olsuTY",
            "fields": {
              "topic": {
                "en-US": "Get help with health costs"
              },
              "contentExamples": {
                "en-US": [
                  "Help with prescriptions",
                  "Dental treatment assistance",
                  "Sight tests"
                ]
              },
              "seoid": {
                "en-US": "help-health-costs"
              },
              "keywords": {
                "en-US": [
                  "NHS charges",
                  "health costs",
                  "prescriptions"
                ]
              }
            }
          }
        ]
      }
    }
  }
}

[harikakondur]

Let's integrate the content type parser data here next

[harikakondur]

missing the sys object?